Date of Award
Fall 1993
Document Type
Thesis
Degree Name
Master of Science (MS)
Department
Electrical & Computer Engineering
Program/Concentration
Computer Engineering
Committee Director
John W. Stoughton
Committee Member
Roland R. Mielke
Committee Member
James F. Leathrum
Call Number for Print
Special Collections LD4331.E55R69
Abstract
A strategy for cyclo-statically scheduling deterministic large grain dataflow (LGDF) algorithms for distributed execution on loosely coupled multicomputer architectures is presented in this research. The computational paradigm used is the ODU/NASA developed Algorithm To Architecture Mapping Model (ATAMM), which consists of marked graphs and Gantt chart representations that model the iterative execution of deterministic LGDF algorithms for different values of throughput and computation time. It is postulated that the behavior of these algorithms could be represented by the aggregate execution of an ensemble of cyclically shifted threads of a specific node sequence. Assuming the existence of one or more such sequences, a cyclo-static scheduling policy for mapping LGDF nodes onto processors for different relative iterations is proposed. A scheduling policy is classified as fully cyclo-static, block cyclo-static or static based on the relationship between nodes, iteration numbers and processors. The scheduling policy forms the basis of a distributed ATAMM Multicomputer Operating System (AMOS), which allows processors to concurrently participate in distributed dataflow and node scheduling operations. A distributed AMOS has been developed and implemented on a multicomputing testbed comprised of local area networked personal computers. Experimental results that confirm the veracity of the scheduling policy are reported. The communication overhead of the message passing mechanism of the testbed is quantitatively analyzed. Benefits claimed of this scheduling approach are, reduction in scheduling overhead, distribution of AMOS operations and the potential for using heterogeneous multicomputers.
Rights
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DOI
10.25777/tzke-ct37
Recommended Citation
Roy, Sudeepto.
"Cyclo-Static Scheduling of Large Grain Dataflow Algorithms on a Local Area ATAMM Multicomputing Testbed"
(1993). Master of Science (MS), Thesis, Electrical & Computer Engineering, Old Dominion University, DOI: 10.25777/tzke-ct37
https://digitalcommons.odu.edu/ece_etds/499
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Computational Engineering Commons, Computer Engineering Commons, Theory and Algorithms Commons